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Microsoft Fabric for Data Science | Python Data Science Day

Visual Studio Code
760K subscribers
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696 views 1 year ago
Discover how Microsoft Fabric enables you to explore, experiment, and enrich data. You will learn how to use Fabric notebooks in python to interact with data, use tools like Data Wrangler, Synapse ML, and Semantic Link to clean, transform, and featurize data and use MLflow to track and compare different machine learning models and experiments. Chapters: 00:00 Microsoft Fabric for Data Science 00:40 What is Microsoft Fabric - The unified data platform for the era of AI 01:43 What's included with Fabric - Data analytics for the era of AI 02:22 The Data Science process 02:46 OneLake for all Data 03:05 Delta-Parquet - Real separation of compute and storage 03:30 Shortcuts - Unifying data in OneLake 04:00 Notebooks - Explore and Visualize Data 04:35 Managed Spark Runtime 04:54 Data Wrangler 05:22 Demo - Copilot in Microsoft Fabric 08:53 SynapseML and Microsoft AI services 09:46 Demo - Models and Experiments with MLflow 10:56 Semantic Link: Data Sci …...more
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Microsoft Fabric for Data Science

0:00

What is Microsoft Fabric - The unified data platform for the era of AI

0:40

What's included with Fabric - Data analytics for the era of AI

1:43

The Data Science process

2:22

OneLake for all Data

2:46

Delta-Parquet - Real separation of compute and storage

3:05

Shortcuts - Unifying data in OneLake

3:30

Notebooks - Explore and Visualize Data

4:00

Managed Spark Runtime

4:35

Data Wrangler

4:54

Demo - Copilot in Microsoft Fabric

5:22

SynapseML and Microsoft AI services

8:53

Demo - Models and Experiments with MLflow

9:46

Semantic Link: Data Science and BI

10:56

Learn more

11:57
Microsoft Fabric for Data Science | Python Data Science Day
13Likes
696Views
2024Mar 28
Discover how Microsoft Fabric enables you to explore, experiment, and enrich data. You will learn how to use Fabric notebooks in python to interact with data, use tools like Data Wrangler, Synapse ML, and Semantic Link to clean, transform, and featurize data and use MLflow to track and compare different machine learning models and experiments. Chapters: 00:00 Microsoft Fabric for Data Science 00:40 What is Microsoft Fabric - The unified data platform for the era of AI 01:43 What's included with Fabric - Data analytics for the era of AI 02:22 The Data Science process 02:46 OneLake for all Data 03:05 Delta-Parquet - Real separation of compute and storage 03:30 Shortcuts - Unifying data in OneLake 04:00 Notebooks - Explore and Visualize Data 04:35 Managed Spark Runtime 04:54 Data Wrangler 05:22 Demo - Copilot in Microsoft Fabric 08:53 SynapseML and Microsoft AI services 09:46 Demo - Models and Experiments with MLflow 10:56 Semantic Link: Data Science and BI 11:57 Learn more Resources: Docs: https://aka.ms/fabric-copilots Repo: https://aka.ms/FabricAtDataScienceDay Survey https://aka.ms/Python/DataScienceDay/... Python at Microsoft https://aka.ms/python Cloud Skills Challenge - through April 15, 2024 https://aka.ms/Python/DataScienceDay/CSC GitHub codespaces https://github.com/codespaces VS Code Release notes https://code.visualstudio.com/updates Featuring: Jasmine Greenaway, Senior Cloud Advocate, Microsoft (@paladique) Ismaël Mejía, Senior Cloud Advocate, Microsoft (@iemejia)

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Visual Studio Code

760K subscribers